Fall Risk In Older Adults Research Articles

Efficacy of obstructive sleep apnea treatment in reducing fall risk in older adults: study protocol for a clinical trial

BackgroundFalls are a major cause of hospitalization fractures and functional decline in older adults. Obstructive sleep apnea (OSA), a highly prevalent sleep breathing disorder in older adults, has emerged as a potentially modifiable risk factor for falls. A small number of uncontrolled studies suggest OSA therapy by continuous positive airway pressure (CPAP) may reduce fall risk. We aim to describe the design of a randomized clinical trial that will evaluate if six months of CPAP intervention can significantly reduce fall risk markers in older adults with OSA. Methods140 adults aged ≥60 years at risk of falls with diagnosed and untreated OSA will be randomized to receive CPAP and usual care for fall risk or only usual care for fall risk. The primary outcome will be the difference in fall risk scores, derived from the physiological profile assessment, between the two arms six months post-randomization. Secondary outcomes will include differences in gait, quality of life, sleep quality (self-reported and objective home-based monitoring), psychological well-being, cognitive function, physical performance, muscle strength, and body composition at six months post-randomization. ResultsData will be analyzed on an intention-to-treat basis. Ethical approval was obtained from Southern Adelaide Clinical Human Research Ethics Committee in July 2023 (reference: 2023/HRE00081). Outcomes will be disseminated through publication in peer-reviewed journals and presentations at international conferences. Trial registration number: Australian New Zealand Clinical Trials Registry (ACTRN) 12623000965606 ConclusionThe findings from this study will provide insight into the causal associations between OSA and fall risk and contribute to high quality evidence required to inform larger clinical trials and future guidelines for fall prevention

Mediolateral Margin of Stability highlights motor strategies for maintaining dynamic balance in older adults.

The dynamical nature of gait increases fall risk for older adults as the Center of Mass (COM) is constantly displaced inside and outside the Base of Support (BOS). Foot placement and leg joint moments are the primary mechanisms controlling dynamic balance. The Margin of Stability (MOS) quantifies the distance between the COM dynamical state and the BOS. While research examined how aging affects the relationship between foot placement and MOS, the relationship to leg moments is unexamined. Examining this relationship would elucidate whether aging increases fall risk from changes in the joint moments controlling the COM. Fourteen older (66.9 ± 4.3 years) and sixteen young (26.3 ± 3.6 years) adults walked along a 12m path for three trials. The MOS, hip and ankle moments in sagittal and frontal planes were analyzed. For the knee, only the sagittal plane was analyzed. MOS was calculated as the distance between the extrapolated-COM and the Center of Pressure per step. Statistical Parametric Mapping independent t-tests assessed group differences. Cross-correlation quantified MOS and joint moment relationships per plane during single-stance. No group differences in walking speed were observed. A larger frontal plane MOS, hip abduction and ankle eversion moment occurred for older adults. Cross-correlation demonstrated moderate and strong relationships for the hip-MOS for both groups in the sagittal plane. Older adults had a larger sagittal plane hip-MOS correlation than young adults. The larger mediolateral MOS in older adults may indicate attempts to avoid lateral balance loss by shifting their COM away from their BOS lateral boundaries during single-stance. However, this strategy moves the COM toward the BOS medial borders potentially pre-maturely terminating the contralateral swing phase during medial destabilization. The stronger sagittal plane hip-MOS relationship in older adults may reflect increased coupling between hip moments and the COM to control dynamic balance.

Malnutrition and Fall Risk in Older Adults: A Comprehensive Assessment Across Different Living Situations.

Malnutrition among older adults is associated with numerous adverse effects, including increased morbidity, mortality, prolonged hospital stays, and a heightened risk of falls. This study aims to investigate the prevalence of malnutrition in different groups of older adults using the F-MNA, anthropometry, and s-albumin and the association between nutritional status and fall risk. A total of 228 participants aged 60 years and older were divided into three groups: (1) patients in an internal medicine ward, (2) individuals living in family homes, and (3) residents of care homes. Disease profiles, nutritional status (assessed using the F-MNA and SNAQ), body composition, fall risk, and biochemical markers were evaluated. The results indicated the highest prevalence of malnutrition among hospitalized individuals. Fall risk was associated with age, calf circumference, the F-MNA, the SNAQ, serum albumin levels, residence in a care home, comorbidities, and the number of medications taken daily. Regression analysis revealed that age, calf circumference, and residence in a care home were independent predictors of fall risk in older adults. Older adults are at significant risk of malnutrition, with the risk notably increasing during hospitalization and long-term stays in care homes. Hospitalized individuals had the poorest nutritional status and were at significant risk of further weight loss, underscoring the importance of post-discharge care and rehabilitation.

Associations between serum cystatin C and fall reports in an Elderly population

Fall is common in the elderly, and chronic kidney disease is considered a major risk factor. Serum creatinine (Cre) and cystatin C (Cys C) are commonly used biomarkers for renal function, while the ratio of Cre to Cys C, known as the sarcopenia index (SI), provides insights into muscle health. This study investigates the relationships between Cre, Cys C, estimated glomerular filtration rates (eGFR), SI, and self-reported falls using National Health and Nutrition Examination Survey (NHANES) data. We included 4,272 older adults with eGFR > 30mL/min/1.73m2 from NHANES (1999 to 2004) and divided them into the fall and non-fall groups based on the questionnaires. Correlations were assessed using restricted cubic spline, weighted generalized linear regression models. Multi-factor logistic regression analysis identified serum Cys C as significantly associated with falls (all participants: OR 1.16, 95% CI: 1.09 to 1.23, p < 0.001; participants with eGFR > 75 mL/min/1.73m2: OR 1.17, 95% CI: 1.05 to 1.30, p < 0.001,). In contrast, Cre and eGFR were not significant after adjustments; SI showed marginal significance (p = 0.045). Cys C is significantly associated with fall risk in older adults, demonstrating a positive linear relationship with self-reported falls.

Feasibility of Fall-Risk Detection in Older Adults: Real-World Use of Sensor Data With Machine Learning.

To use machine learning techniques with sensor data to predict fall risk in older adults aging in place. We tested the feasibility of using anomaly detection on a dataset comprising 315 days of continuous unobtrusive sensor data obtained from a single participant to predict fall risk within a 10-day window. Predictions were validated with performance metrics, including accuracy, F1 score, and receiver operating characteristic-area under curve (ROC-AUC), using actual falls documented in the electronic health record. The model resulted with accuracy = 0.96 (95% confidence interval [CI] [0.94, 0.99]), F1 = 0.78 (95% CI [0.73, 0.83]), and ROC-AUC = 0.89 (95% CI [0.85, 0.93]). The application of anomaly detection on sensor data may provide a timely and valid indication of fall risk in older adults within a 10-day window. Further research and validation are warranted to confirm these findings and expand the scope of application in the domain of older adult care and health care support. [Journal of Gerontological Nursing, 50(10), 7-10.].

Comparison of gnri, pni,conut with MNA-SF to assess prognostic value for fall risk in older adults

Comparison of gnri, pni,conut with MNA-SF to assess prognostic value for fall risk in older adults

Effect of Cognitive Control and Dual-Task Training on Gait Stability and Fall Risk In Older Adults: A Cross-Sectional Study

Effect of Cognitive Control and Dual-Task Training on Gait Stability and Fall Risk In Older Adults: A Cross-Sectional Study

A Temporospatial Analysis of Activity Patterns for Fall Risk Assessment in Older Adults with Comorbid Type 2 Diabetes.

This study explores how daily activities, including duration and location within the home, affect fall risk in older adults with type 2 diabetes. Body-worn cameras on 26 participants provided data on activity (e.g. exercise), time and location (kitchen, living room). Demographics and health factors were considered to understand their influence. By visualising activity patterns, this study aimed to identify behaviours linked to falls to inform personalised fall prevention strategies and digital technologies for independent living.

The Efficacy of Balance Training to Reduce Fall Risk in Older Adults

The study was carried out to find out the role of Occupational Therapy intervention in quality of life of women suffering from premenstrual syndrome among different age groups. Women with premenstrual syndrome in two age groups (18-30) years and (31-45) years were selected using systematic random sampling method. Both age groups were assessed for premenstrual syndrome using Premenstrual syndrome Questionnaire. Quality of life were assessed in two age groups (18-30) years and (31- 45) years using Short Form-36 (SF-36) health survey. To study the impact of OT intervention on quality of life (QOL) of both age groups with PMS, OT intervention Performa was explained to both age groups with practical implementation. As this study would be pre and post study design , so both age groups again will be assessed on PMS Questionnaire and Short Form-36 (SF-36) health survey after implementation of OT intervention for the fulfillment of all objectives. The data gathered from these assessment measures were then be subjected to statistical analysis to find whether there are differences in the quality of life of both age groups women suffering from Premenstrual syndrome after implementation of OT intervention. As Occupational Therapy intervention has shown significant results towards diminishing PMS symptoms of females in both groups. It was concluded that Occupational Therapy Intervention plays an important role in the improvement for the condition in PMS among females. Keywords: Pre-Menstrual Syndrome, Quality of life, Occupational Therapy, Relaxation Therapy, Females.

Fall Outcomes in Older Adults Following Benzodiazepine/Z-Drug Discontinuation: A Retrospective Cohort Study in an Academic Health System.

Benzodiazepines and z-drugs increase the fall risk in older adults. There is a lack of real-world data examining the association between falls and deprescribing medications. In a retrospective cohort study of older adults with chronic benzodiazepine or z-drug use receiving care at an academic health system from January 2017 to December 2020, we explored the association between medication discontinuation and falls. Chronic use was defined as ≥ 3 medication dispensings and cumulative days' supply ≥ 45 days within 100 days in 2018. Discontinuation was defined as a dispensing gap of ≥ 180 days within 1 year of chronic use eligibility, with a secondary definition requiring a gap of ≥ 90 days. Non-discontinuers (n = 524) were matched 4:1 to discontinuers (n = 131) if they had a fill in the same month as the matched discontinuation index date. The association between discontinuation and a fall during 2.25-year follow-up was assessed using Cox proportional hazards models. The analysis was repeated using a gap of ≥ 90 days (n = 279 discontinuers; 1116 matched non-discontinuers). The cumulative incidence of falls-related acute visits was 6.9% for discontinuers and 9.7% for non-discontinuers [adjusted hazard ratio (HR) 0.65, 95% confidence interval (CI) 0.31-1.31]. Using the 90-day-gap definition, the cumulative incidence was 9.3% for discontinuers and 8.5% for non-discontinuers (HR 1.12, 95% CI 0.70-1.77). Benzodiazepine/z-drug discontinuation was not associated with reduced risk of falls. However, the relationship between discontinuation and falls varies depending on the definitions used. It is essential to examine different discontinuation definitions in larger studies while considering other relevant clinical outcomes.

Effects of Physical Therapy Integrated with Dance/Movement Therapy on Heart Rate Variability and Fall-Related Variables: A Preliminary Controlled Trial

AbstractFalls among older adults are influenced by both physical and psychological risk factors. This pilot study specifically examined the impact of integrating Dance/Movement Therapy (DMT) into a regimen of physical therapy exercises (PTE) for fall prevention. The primary objectives included examining the effect of post-PTE+DMT intervention on heart rate variability (HRV), a psychophysiological marker, and fall risk factors. Additionally, this study aimed to examine correlations between HRV and levels of fall risk. Eight community-dwelling older adults (median = 83 [interquartile ranges: 80.5–85.75]) from a day center for senior citizens were randomly assigned to either a PTE+DMT group or a PTE group. A post intervention battery of HRV, physical and psychological fall risk assessments, was conducted. The results of nonparametric analysis demonstrated the potential impact of the PTE+DMT intervention in improving balance and self-efficacy measures related to falls when compared to participation in PTE alone. No statistically significant differences were observed between the groups in term of HRV and other physical and psychological fall risk factors. The emerging trends in the associations between HRV, fall risk, and balance levels suggest the potential utility of HRV as an objective psychophysiological marker for assessing fall risk levels. Moreover, the results underscore the potential advantages of interventions that integrate both physical and psychological components to mitigate fall risk in older adults, emphasizing the intricate mind–body connection.The ClinicalTrials.gov ID: NCT05948735, July 7, 2023.

Association of body mass index-adjusted calf circumference with appendicular skeletal muscle mass and fall risk in older adults.

This study aims to evaluate the utility of body mass index (BMI)-adjusted calf circumference (CC) in estimating skeletal muscle mass and diagnosing sarcopenia, as well as its association with falls, a common adverse event in sarcopenia. This study used cross-sectional and longitudinal designs. The CC cut-off values and the diagnosis of sarcopenia were based on valid diagnostic criteria. BMI-adjusted CC was based on previous studies, with muscle mass measured by dual-energy X-ray absorptiometry. To evaluate the diagnostic performance of BMI-adjusted CC for low muscle mass and sarcopenia, receiver operating characteristic curves were generated, and the area under the curve (AUC) values were compared using DeLong's test. Over a 1year follow-up period, factors associated with falls were examined using logistic regression analysis. In the study of 901 older adults (77.6 ± 6.1years, 63.6% women), 38.1% of men and 42.1% of women had a BMI outside the 18.5-24.9kg/m2 range. BMI-adjusted CC significantly lowered the AUC values for diagnosing low skeletal muscle mass and sarcopenia in both sexes (P < 0.001). Longitudinal univariate logistic regression analysis in women revealed that unadjusted CC was not significantly associated with fall risk, whereas BMI-adjusted CC significantly reduced fall risk at higher values. However, this association was no longer present in the multivariate analysis. The utility of BMI-adjusted CC in assessing skeletal muscle mass was not confirmed. The potential value of BMI-adjusted CC has been suggested regarding falls. Further research is warranted to better elucidate these findings.

Normalization of the hip abductors rate of activation during a voluntary step task in older adults: Reliability and differences among approaches

BackgroundVoluntary stepping tasks are used to measure the ability of an individual to step and has been associated with fall risk in older adults. Although electromyography (EMG) amplitude is measured during stepping tasks, there is no consensus about the reference EMG value that should be used to normalize the signal. The purpose of the present study was to 1) investigate the impact of using different EMG parameters as a reference to normalize the rate of activation (RoA) of the hip abductor muscles across lateral voluntary step trials and the differences between trials, and 2) to investigate the reliability among trials of the reference EMG values. MethodsNineteen older adults (>65 years of age) performed ten lateral choice reaction stepping test (CRST), while the gluteus medius and tensor fascia latae EMG were recorded. Three reference EMG values were calculated and used to normalize RoA during the stepping task. A repeated-measures ANOVA was used (normalized RoA[3] x trial[3]) to compare normalized EMG across trials, and an intraclass correlation coefficient and coefficient of variation were used for the inter-trial reliability of the reference EMG values. ResultsThe present study showed that gluteus medius and tensor fascia latae RoA normalized values from the stance and stepping leg (right or left side) measured during CRST are different according to the reference EMG value(P<0.001), with no differences across trials. Overall, the EMG procedures showed high inter-trial reliability, with a few exceptions. SignificanceTherefore, after careful examination of our results, the peak and mean EMG amplitudes showed consistently higher intraclass correlation coefficients; however, the former may provide a more intuitive reference value.

Recreating Fall Risk Appraisal matrix using R to support fall prevention programs.

This study aimed to optimize Fall Risk Appraisal (FRA) graphing for use in intervention programs tailored toward reducing the fall risk of older adults by using computing graphic functions in the R language. We utilized RStudio, a free development environment for the R language, as well as the functions within the "ggplot2" and "grid" packages, to develop a code that would recreate the FRA matrix for use in data visualization and analysis, as well as feedback for older adults. The developed code successfully recreates the FRA matrix in R and allows researchers and clinicians to graph participant data onto the matrix itself. The use of an R code allows for a streamlined approach to manipulating the FRA matrix for use in data visualization and feedback for older adults, which improves upon the traditional paper-pencil method that has been previously used. The code presented in this study recreates the FRA matrix instrument in the R language and gives researchers the ability to instantaneously add, remove, or change different aspects of the instrument to improve its readability for researchers and older adults.

Feasibility and effect of cognitive-based board game and multi-component exercise interventions on older adults with dementia.

Taiwan is an aging society, and the number of people with dementia is rapidly increasing. Due to a decline in cognitive and physical function, older adults with dementia not only gradually lose the ability to complete daily living tasks on their own, but are also at a higher risk of falls and injurious falls. It is important to develop interventions that combine cognitive and exercise training for older adults with dementia to promote or maintain their cognitive and physical functions and reduce their risk of falls. This study aimed to investigate the feasibility and effect of cognitive-based board games and multi-component exercise interventions on cognitive function, physical fitness, and fall risk in older adults with dementia. This was a quasi-experimental study with a single-group pretest and post-test design. The study participants were 41 community-dwelling older adults with mild to moderate dementia. They received cognitive-based board games and multi-component exercise interventions once a week for 12 weeks. The interventions included 1 hour of exercise training and 1 hour of cognitive training. Scores for the Taiwan version of the Montreal Cognitive Assessment (MoCA-T), physical fitness, and the St. Thomas Risk Assessment Tool for Falling Elderly Inpatients (STRATIFY) were measured as outcome indicators at baseline and after the 12-week period. The overall MoCA-T score increased significantly (effect size = 0.402), with participants with mild dementia showing a greater increase (effect size = 0.522) than those with moderate dementia (effect size = 0.310). Participants' physical fitness performance improved. Female participants exhibited significant improvements in the 30-second chair stand test (effect size = 0.483) and 8-foot up-and-go test (effect size = 0.437). The fall risk score decreased by 0.05 points, the change was not significant. The cognitive-based board game and multi-component exercise interventions used in this study are beneficial for improving cognitive function and physical fitness in older adults with dementia. These interventions are feasible and suitable for promotion among community-dwelling and institution-dwelling older adults with mild cognitive impairment or dementia to delay the decline in cognitive and physical function.

Protocol for a home-based self-delivered prehabilitation intervention to proactively reduce fall risk in older adults: a pilot randomized controlled trial of transcranial direct current stimulation and motor imagery

BackgroundSeveral changes occur in the central nervous system with increasing age that contribute toward declines in mobility. Neurorehabilitation has proven effective in improving motor function though achieving sustained behavioral and neuroplastic adaptations is more challenging. While effective, rehabilitation usually follows adverse health outcomes, such as injurious falls. This reactive intervention approach may be less beneficial than prevention interventions. Therefore, we propose the development of a prehabilitation intervention approach to address mobility problems before they lead to adverse health outcomes. This protocol article describes a pilot study to examine the feasibility and acceptability of a home-based, self-delivered prehabilitation intervention that combines motor imagery (mentally rehearsing motor actions without physical movement) and neuromodulation (transcranial direct current stimulation, tDCS; to the frontal lobes). A secondary objective is to examine preliminary evidence of improved mobility following the intervention.MethodsThis pilot study has a double-blind randomized controlled design. Thirty-four participants aged 70–95 who self-report having experienced a fall within the prior 12 months or have a fear of falling will be recruited. Participants will be randomly assigned to either an active or sham tDCS group for the combined tDCS and motor imagery intervention. The intervention will include six 40-min sessions delivered every other day. Participants will simultaneously practice the motor imagery tasks while receiving tDCS. Those individuals assigned to the active group will receive 20 min of 2.0-mA direct current to frontal lobes, while those in the sham group will receive 30 s of stimulation to the frontal lobes. The motor imagery practice includes six instructional videos presenting different mobility tasks related to activities of daily living. Prior to and following the intervention, participants will undergo laboratory-based mobility and cognitive assessments, questionnaires, and free-living activity monitoring.DiscussionPrevious studies report that home-based, self-delivered tDCS is safe and feasible for various populations, including neurotypical older adults. Additionally, research indicates that motor imagery practice can augment motor learning and performance. By assessing the feasibility (specifically, screening rate (per month), recruitment rate (per month), randomization (screen eligible who enroll), retention rate, and compliance (percent of completed intervention sessions)) and acceptability of the home-based motor imagery and tDCS intervention, this study aims to provide preliminary data for planning larger studies.Trial registrationThis study is registered on ClinicalTrials.gov (NCT05583578). Registered October 13, 2022. https://www.clinicaltrials.gov/study/NCT05583578

The Effect of Concurrent Use of Opioids and Gabapentin on Fall Risk in Older Adults

Falls pose a significant threat to older adults, resulting in injuries and mortality. Concurrently prescribed opioids and gabapentin for pain management may increase fall risks in older patients. This study aimed to estimate fall risks associated with the concurrent use of gabapentin and opioids, comparing them to opioid monotherapy in older adults. A retrospective case-control study of 1,813 patients aged 65–89 on chronic opioid therapy (2017–2020), excluding those with a fall history, analysis focused on the first fall occurrence. Logistic regression assessed the association between concurrent gabapentin and opioid use and fall events. Out of eligible patients, 122 (6.73%) experienced falls during opioid therapy, with 232 (12.80%) having concurrent gabapentin use. Concurrent use significantly increased fall risk (AOR = 1.73; 95% CI: 1.08-2.78). Being female, aged ≥81, and having more chronic conditions also increased risk. Mitigating fall risk in older adults requires education on prevention, exploring alternative pain management, and careful consideration of prescribing. Further research is crucial to understand adverse events linked to combined opioid and gabapentin use in the geriatric population.

Sarcopenia in older adults is associated with static postural control, fear of falling and fall risk: A study of Romberg test

BackgroundAs a geriatric syndrome, sarcopenia may exacerbate static postural control and increase fall risk among older adults. The Romberg test, a simple method to assess static postural control, has the potential to predict fall, but has rarely been used to assess static postural control and fall risk in sarcopenic older adults. Research questionHow does sarcopenia increase fall risk by affecting static postural control? MethodsForty-four older adults performed the Romberg test and were included for analyses. Romberg parameters, including Center of Pressure (CoP), Center of Mass (CoM) and Displacement Angle (DA), were collected under eyes-open/eyes-closed conditions. Sarcopenia was defined according to the Asian Working Group for Sarcopenia 2019 criteria. Fall risk was assessed using the Morse Elderly Fall Risk Assessment Scale (MFS), and fear of falling was evaluated using the Falls Efficacy Scale-International (FES-I). Multivariate linear regression models were conducted to examine the associations of sarcopenia with Romberg test parameters, fear of falling, and fall risk. ResultsSarcopenic older adults had higher scores of both fear of falling and fall risk (P<0.001 and =0.006, respectively), and worse static postural control parameters (P values ranging from <0.001–0.043) than healthy controls, demonstrated by the multivariate linear regression models. Most of the Romberg test parameters were significantly associated with fear of falling score, especially under eyes-closed condition, and fear of falling was further associated with higher fall risk score (β=0.90, P=0.001). Meanwhile, the presence of sarcopenia also significantly increased fall risk score (β=10.0, P<0.001). SignificanceSarcopenia may increase fall risk in older adults via worsen static postural control ability and increase fear of falling. Paying attention and making efforts to prevent sarcopenia may help to alleviate postural control dysfunction, decrease fear of falling, so as to reduce fall risk and prevent severe injuries caused by fall accidents.

Physical Activity Fragmentation and Falls in Older Adults: Findings from the National Health and Aging Trends Study.

Physical activity (PA) may be an important fall prevention strategy. Current PA guidelines emphasize total PA dose, but daily patterning of PA is underappreciated. With aging, PA bouts become less frequent and shorter in duration (i.e.: more fragmented). PA fragmentation may be an indicator of fall risk, but the relationship is not well understood. This study examined daily PA accumulation and patterns with fall risk in older adults. Participants (n=685, 54.3% female, 61.5% aged 70-79 years) from the National Health and Aging Trends Study (NHATS) with wrist-worn accelerometry PA data from Round 11 (baseline) and sample person interviews with fall data from Round 12 (follow-up) were included. PA variables were categorized into tertiles and incident falls were defined as ≥1 self-reported fall in the year following the PA assessment between baseline and follow-up. A modified Poisson approach was used to estimate the relative risk of both PA accumulation and fragmentation with falls. Overall, 40.0% reported an incident fall. After adjustment for sociodemographic and health characteristics, those in the highest tertile of total PA accumulation had lower fall risk (aRR=0.74, 95% CI: 0.57, 0.95) and those in the highest tertile of PA fragmentation had increased fall risk (aRR=1.33, 95% CI: 1.03, 1.73). Models were attenuated after adjustment for physical functioning. PA fragmentation may identify fall risk in older adults. Longitudinal studies are needed to disentangle the temporal sequencing of the complex relationship between PA and physical functioning across the life-course.

Sensory reweighting of postural control requires distinct rambling and trembling sway adaptations

BackgroundImplementation of the Sensory Organization Test (SOT) under the rambling-trembling (RM-TR) framework allows for an examination of both individual sensory contributions and compensatory mechanisms, a valuable insight in research and clinical settings. Such investigation could substantially improve our ability to assess and treat fall risk in older adults and people living with neurological disorders. Research questionHow are RM and TR components of sway influenced by SOT-induced challenges in healthy adults? MethodsTwenty-three healthy adults (27.4±8 years; 10 male) volunteered to participate in this cross-sectional study. Each participant completed a VR-based SOT program, which included six conditions with varied visual environments (normal, blacked-out, conflict) and support surfaces (stable, unstable foam), while a force plate captured forces at the plantar surface. Center of pressure (COP) was calculated and decomposed into RM-TR components. For each time series, range, root-mean-square (RMS) and sample entropy (SampEn) were extracted. Individual contributions of somatosensation, vision, and vestibular sense, as well as the preference ratio, were calculated. Repeated measures ANOVA were used to compare the effects of time series type (COP, RM, TR) and SOT condition. Paired t-tests were used to assess the difference in preference ratio between RM and TR components. Results and significanceTR sway behavior was impacted significantly by the sensory challenges induced by the SOT procedure, while RM was largely unaffected. Such findings are characteristic of healthy individuals, capable of competently re-weighting sensory input, but still facing challenge-based adaptations. Additionally, the mediolateral SampEn preference ratio was higher in TR compared to RM, indicating potential differences in compensation strategies between supraspinal and spinal/peripheral control mechanisms. These findings serve as a foundation for future RM-TR analyses using SOT procedures, aiding in our ability to implement targeted diagnostic and treatment methods, ultimately reducing the incidence of falls in aging and individuals with neurological conditions.